The psychology of common value auctions

Samuel McClure, Wouter Van Den Bos

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Citations (Scopus)

Abstract

One of the most interesting but unresolved phenomena in auction behaviour is the winner's curse - the strong tendency of participants to bid more than rational agent theory prescribes, often at a significant loss. To address this, an approach is proposed that uses neuroscience as a means to determine the nature of the mechanisms at play as people learn to bid. The chapter is organized as follows. Section 3.1 introduces. Section 3.2 defines the winner's curse formally and outlines the (optimal) Nash equilibrium bidding strategy. Section 3.3 includes experiments demonstrating that social context is a critical factor underlying the winner's curse, above and beyond the influence of other explanations, such as risk aversion. Section 3.4 begins building a complete model of bidding behaviour by accounting for learning in the task with a reinforcement learning model. The validity of this learning model is established with functional brain imaging described in Section 3.5 while Section 3.6 concludes.

Original languageEnglish (US)
Title of host publicationDecision Making, Affect, and Learning: Attention and Performance XXIII
PublisherOxford University Press
ISBN (Print)9780191725623, 9780199600434
DOIs
StatePublished - May 1 2011
Externally publishedYes

Fingerprint

Learning
Psychology
Functional Neuroimaging
Neurosciences
Reinforcement (Psychology)

Keywords

  • Auction behaviour
  • Bidding behaviour
  • Brain imaging
  • Learning model
  • Neuroscience
  • Winner's curse

ASJC Scopus subject areas

  • Psychology(all)

Cite this

McClure, S., & Van Den Bos, W. (2011). The psychology of common value auctions. In Decision Making, Affect, and Learning: Attention and Performance XXIII Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199600434.003.0003

The psychology of common value auctions. / McClure, Samuel; Van Den Bos, Wouter.

Decision Making, Affect, and Learning: Attention and Performance XXIII. Oxford University Press, 2011.

Research output: Chapter in Book/Report/Conference proceedingChapter

McClure, S & Van Den Bos, W 2011, The psychology of common value auctions. in Decision Making, Affect, and Learning: Attention and Performance XXIII. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199600434.003.0003
McClure S, Van Den Bos W. The psychology of common value auctions. In Decision Making, Affect, and Learning: Attention and Performance XXIII. Oxford University Press. 2011 https://doi.org/10.1093/acprof:oso/9780199600434.003.0003
McClure, Samuel ; Van Den Bos, Wouter. / The psychology of common value auctions. Decision Making, Affect, and Learning: Attention and Performance XXIII. Oxford University Press, 2011.
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